Feature selection algorithms are usually categorized into wrapper, filter, and embedded methods [1]}. In this study, we focus specifically on a wrapper-filter method called Recursive Feature Elimination (RFE) [2]}. RFE is a hybrid of backward feature elimination [3]} and feature ranking, which follows a simple iterative procedure:
